{"id":"W4408084830","doi":"10.1162/2e3983f5.ab25bc3c","title":"Review 1: \"Inconsistent Rebound of Invasive Pneumococcal Disease in Connecticut following the Initial Phase of the SARS-CoV-2 Pandemic\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Pneumococcal disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Phase (matter); Disease; Streptococcus pneumoniae; Infectious disease (medical specialty); Biology; Microbiology; Internal medicine; Outbreak; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05951079,0.001932548,0.005676208,0.01229004,0.002645968,0.007134715,0.005157086,0.007763132,0.01805615],"category_scores_gemma":[0.3415662,0.00146256,0.004113948,0.008127376,0.003181484,0.004223225,0.003544463,0.004035909,0.008155701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009800715,"about_ca_system_score_gemma":0.0268255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765648,"about_ca_topic_score_gemma":0.03725443,"domain_scores_codex":[0.9459723,0.01853162,0.01288399,0.002770988,0.01852544,0.001315658],"domain_scores_gemma":[0.6174986,0.1073924,0.02900834,0.008244875,0.2325096,0.005346173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008612357,0.000009042942,0.0003125894,0.02818259,0.0002947844,0.00006463048,0.0001060274,0.00003753593,0.00007437405,0.0004175714,0.9392809,0.0311338],"study_design_scores_gemma":[0.0003506364,0.00009153476,0.003878877,0.1241849,0.001327978,0.0003552687,0.0002591024,0.0002036656,0.0002038392,0.001115554,0.8679275,0.0001011332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0007581444,0.1606066,0.002003868,0.347784,0.4652481,0.00376971,0.009385942,0.0005404857,0.009903193],"genre_scores_gemma":[0.01698777,0.3603674,0.005306363,0.3468477,0.226225,0.00538101,0.008453117,0.0008707066,0.02956096],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05951079,"threshold_uncertainty_score":0.3147269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010586938719281,"score_gpt":0.4215100761431911,"score_spread":0.320451382271263,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}